| theme_name_no additives/preservatives | theme_name_salmon | walmart_searchVolume | amazon_searchVolume | google_searchVolume | total_post | competitor_unit_price | client_unit_price | client_lbs_value | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1 | 0.000000 | 0.000000 | 1700.000000 | 113.000000 | 6.762622 | 9.424585 | 4786439.000000 |
| 1 | 0 | 1 | 0.000000 | 532.000000 | 12052.000000 | 2649.000000 | 5.727254 | 10.936036 | 5526476.000000 |
| 2 | 0 | 0 | 0.000000 | 1345.000000 | 39684.000000 | 1781.000000 | 7.386886 | 5.063071 | 4279166.562448 |
| 3 | 0 | 1 | 0.000000 | 94.000000 | 3159.000000 | 259.000000 | 5.675104 | 10.833823 | 4905987.327206 |
| 4 | 0 | 1 | 0.000000 | 0.000000 | 4323.000000 | 360.000000 | 5.555296 | 10.632209 | 5114674.000000 |
| theme_name_no additives/preservatives | theme_name_salmon | walmart_searchVolume | amazon_searchVolume | google_searchVolume | total_post | competitor_unit_price | client_unit_price | client_lbs_value | |
|---|---|---|---|---|---|---|---|---|---|
| 289 | 0 | 1 | 0.000000 | 0.000000 | 7713.000000 | 500.000000 | 5.999333 | 10.468299 | 5127492.171894 |
| 290 | 0 | 1 | 0.000000 | 178.000000 | 3542.000000 | 4630.875000 | 5.687655 | 10.801484 | 5060087.000000 |
| 291 | 0 | 0 | 0.000000 | 0.000000 | 40544.000000 | 2378.000000 | 7.987339 | 4.323914 | 3639712.866197 |
| 292 | 0 | 0 | 0.000000 | 1345.000000 | 38589.000000 | 3283.000000 | 7.714266 | 4.790466 | 4441815.968357 |
| 293 | 0 | 1 | 0.000000 | 0.000000 | 715.000000 | 1141.000000 | 6.036139 | 10.757761 | 4918901.000000 |
No missing values in data
No Infinity values
No Missing Values
No duplicate variables
| N | < (mean-3*std) | > (mean+3*std) | < (1stQ - 1.5 * IQR) | > (3rdQ + 1.5 * IQR) | -inf | +inf | |
|---|---|---|---|---|---|---|---|
| Feature | |||||||
| theme_name_no additives/preservatives | 294 | 0 | 22 | 0 | 22 | 0 | 0 |
| google_searchVolume | 294 | 0 | 2 | 0 | 0 | 0 | 0 |
| Variable Name | Datatype | No of Unique | Samples | Mean | Standard Deviation | Min | 25th percentile | Median | 75th percentile | Max | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | amazon_searchVolume | float64 | 60 | [0.0, 532.0, 1345.0, 94.0, 182.0] | 352.561224 | 543.212302 | 0.000000 | 0.000000 | 0.000000 | 538.000000 | 1345.000000 |
| 1 | client_lbs_value | float64 | 294 | [4786439.0, 5526476.0, 4279166.56244782, 4905987.327205882, 5114674.0] | 4569749.489077 | 879145.595723 | 2755973.768759 | 3964491.855828 | 4689711.088934 | 5220519.500000 | 6698859.000000 |
| 2 | client_unit_price | float64 | 294 | [9.424584654694256, 10.936036173700442, 5.063071171920445, 10.833823014014182, 10.632208884707362] | 7.491836 | 3.027214 | 4.210722 | 4.618103 | 6.181990 | 10.801067 | 12.398403 |
| 3 | competitor_unit_price | float64 | 294 | [6.762621611699198, 5.727253718183602, 7.386886320587916, 5.675104423545838, 5.5552959511377695] | 7.186329 | 1.129806 | 5.366339 | 6.171850 | 7.421210 | 7.929547 | 10.426700 |
| 4 | google_searchVolume | float64 | 276 | [1700.0, 12052.0, 39684.0, 3159.0, 4323.0] | 24409.319380 | 21560.277251 | 18.000000 | 3584.000000 | 16910.000000 | 44097.250000 | 89872.948930 |
| 5 | total_post | float64 | 271 | [113.0, 2649.0, 1781.0, 259.0, 360.0] | 1595.155612 | 1184.345908 | 0.000000 | 539.000000 | 1576.500000 | 2175.750000 | 4630.875000 |
| Variable Name | Datatype | No of Unique | Samples | Mode | Mode Freq | Mode Freq % | |
|---|---|---|---|---|---|---|---|
| 0 | theme_name_no additives/preservatives | int64 | 2 | [0, 1] | 0 | 272 | 92.517007 |
| 1 | theme_name_salmon | int64 | 2 | [1, 0] | 0 | 161 | 54.761905 |
No categorical variables in data.
| Variable 1 | Variable 2 | Corr Coef | Abs Corr Coef | |
|---|---|---|---|---|
| 0 | client_lbs_value | competitor_unit_price | -0.807848 | 0.807848 |
| 1 | competitor_unit_price | client_lbs_value | -0.807848 | 0.807848 |
| 2 | client_lbs_value | theme_name_salmon | 0.805645 | 0.805645 |
| 3 | theme_name_salmon | client_lbs_value | 0.805645 | 0.805645 |
| 4 | client_lbs_value | client_unit_price | 0.752889 | 0.752889 |
| 5 | client_unit_price | client_lbs_value | 0.752889 | 0.752889 |
| 6 | client_lbs_value | google_searchVolume | -0.466926 | 0.466926 |
| 7 | google_searchVolume | client_lbs_value | -0.466926 | 0.466926 |
| 8 | client_lbs_value | theme_name_no additives/preservatives | -0.455605 | 0.455605 |
| 9 | theme_name_no additives/preservatives | client_lbs_value | -0.455605 | 0.455605 |
| 10 | client_lbs_value | total_post | -0.047912 | 0.047912 |
| 11 | total_post | client_lbs_value | -0.047912 | 0.047912 |
| 12 | amazon_searchVolume | client_lbs_value | 0.038866 | 0.038866 |
| 13 | client_lbs_value | amazon_searchVolume | 0.038866 | 0.038866 |